HOU vs OAK prediction for April 5, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects OAK 4.9 - HOU 4.2. OAK is favored with a 58.8% win probability. The run line is 1.5 and the total is 10.0. Model projects 9.1 total runs.
OAK
4.9
Projected Score
VS
O/U 10.0
HOU
4.2
Projected Score
Win Probability
OAKHOU
+1.5
Run Line (OAK)
10.0
Total Line
10,000
Simulations
HOU W5OAK L4
Calibrated accuracy at this confidence: 60.7% (2,040 games)
Projected Runs Range 10th – 90th percentile
HOU
246
OAK
357
Pick Results
Lance McCullers Jr. OVER 5.5 Ksk_propsLOSS-1.00u
Starting Pitcher Matchup
Lance McCullers Jr. R
HOU
ST30%83 mph24% whiff
SI25%92 mph19% whiff
KC17%82 mph30% whiff
Jacob Lopez L
OAK
FF35%91 mph25% whiff
SL30%78 mph30% whiff
FC16%87 mph19% whiff
Weather Impact
Oakland Coliseum
77°F8 mph wind
HR: 1.008 Total: 1.003
neutral
Bullpen Comparison
HOU
4.69ERA
3.98FIP
10.59K/9
3.51BB/9
1.21WHIP
OAK
3.67ERA
4.47FIP
9.40K/9
4.65BB/9
1.40WHIP
Betting Edges
RUN_LINE AWAY -1.5
-30.0% EV
+116
TOTAL OVER 10.0
-26.7% EV
-110
F5_ML AWAY
-25.5% EV
-132
F5_ML HOME
+21.5% EV
+106
RUN_LINE HOME +1.5
-20.7% EV
-141
ML AWAY
-19.7% EV
-127
First 5 Innings & NRFI
HOU F5
2.3 runs
32.6% win
OAK F5
3.1 runs
54.2% win
F5 Total
5.4
NRFI
49.0%
YRFI
50.9%
Avg 1st Inn Runs
1.11
HR Spotlight
Avg HRs
2.9
Over 0.5 HR
95%
Over 1.5 HR
78%
No HR
5%
Shea Langeliers OAK50.0%
ISO: 0.246 | Barrel: 22.2% | vs Lance McCullers Jr. | Park: 0.94x
Tyler Soderstrom OAK38.0%
ISO: 0.213 | Barrel: 3.5% | vs Lance McCullers Jr. | Park: 0.94x Platoon: 1.12x
Max Muncy OAK36.3%
ISO: 0.247 | Barrel: 8.3% | vs Lance McCullers Jr. | Park: 0.94x
Pitcher Strikeout Projections
Lance McCullers Jr.
0.0 K projected
HOU | K/9: 0.0
Jacob Lopez
0.0 K projected
OAK | K/9: 0.0
Injury Report
HOU8 injured
Hunter Brown SP15-DAY-IL
Isaac Paredes 3BBEREAVEMENT
Bennett Sousa RP15-DAY-IL
Nate Pearson RP15-DAY-IL
Hayden Wesneski SP60-DAY-IL
Enyel De Los Santos RP15-DAY-IL
+2 more
OAK1 injured
Gunnar Hoglund SP15-DAY-IL
AI Intelligence Analysis
NEUTRAL -1YELLOW ZONE48.7% WR (n=248)
Model projects OAK 58.8% (home) but market implies OAK 48.1% (home underdog +108). This creates 37.7% edge on OAK ML — highest on slate. However, this is a RED FLAG for model overconfidence. Lance McCullers Jr. (1.39 elite ERA, B- stuff, 23.5% K) vs Jacob Lopez (7.29 ERA, B- stuff) creates real mismatch, but 37.7% edge is unrealistic. Calibration history shows >15% edges have 36.4% WR. AVOID or size down to 0.25u max.
Key Factors
- McCullers elite: 1.39 ERA (B-, 23.5% K, 13.5% BB) vs Lopez poor: 7.29 ERA (B-, 26.3% K, 10.5% BB)
- Model edge 37.7% is 2-3x larger than justifiable by pitcher gap (real gap ~3-4pts = 10-12% edge)
- Calibration data shows high-edge plays (15%+) have 36.4% WR — this 37.7% edge is at extreme end
- HOU bullpen elite (closer ERA 1.69, setup 5.92) — even if McCullers exits, HOU protected
- OAK at home but still underdog — market respects McCullers legacy
Risk Factors
- Model overconfidence on 37.7% edge — historical worst-case scenario for calibration
- McCullers 1.39 ERA may be early-season small sample (5-10 games likely) — regression risk
- ML bets in YELLOW zone (48.7% WR) — directional plays are unprofitable historically
HIGH EDGE WARNING: 37.7% edge on OAK ML — historically worst WR (36.4% on 15-25% edges)PITCHER MISMATCH: McCullers 1.39 ERA elite vs Lopez 7.29 ERA, but edge magnitude overestimated by modelF5 EDGE INFLATED: 21.5% edge on F5 ML OAK — also extremeYELLOW ZONE ML: ML bets YELLOW zone 48.7% WR, not profitableDATA INTEGRITY: Model may be underweighting HOU bullpen strength (4.69 ERA, elite closer 1.69 ERA)
Edge Analysis
Moneyline
OAK 58.8%
-20.7 pts
Run Line
+1.5
-20.7 pts
Total
10.0
+10.2 pts
How this prediction was generated: This page shows output from the Olympus Bets MLB Baseball Monte Carlo engine. Each game is simulated 10,000 times using real-time team data, injury reports, and current odds. Probabilities are calibrated using Bayesian methods and sized via the Kelly Criterion. Full methodology →